Scientific Misconduct

科学不端行为
  • 文章类型: Journal Article
    大型语言模型(LLM)正在迅速改变医学写作和出版。这篇综述文章侧重于实验证据,以全面概述当前的应用,挑战,以及LLM在学术研究和出版过程的各个阶段的未来含义。全球调查显示LLM在科学写作中的使用率很高,与采用它相关的潜在好处和挑战。LLM已成功应用于文献检索,研究设计,写作协助,质量评估,引文生成,和数据分析。LLM也被用于同行评审和出版过程,包括手稿筛选,生成审阅注释,找出潜在的偏见。为了确保LLM辅助研究时代学术工作的完整性和质量,负责任的人工智能(AI)使用至关重要。研究人员应优先考虑验证AI生成内容的准确性和可靠性,保持LLM使用的透明度,并开发协作式人类人工智能工作流程。审稿人应专注于更高阶的审查技能,并意识到LLM在手稿中的潜在用途。编辑部应制定明确的人工智能使用政策和指导方针,并促进学术界的公开对话。未来的方向包括解决当前LLM的局限性和偏见,探索创新应用,并根据技术进步不断更新政策和实践。利益相关者之间的协作努力对于利用LLM的变革潜力是必要的,同时保持医学写作和出版的完整性。
    Large language models (LLMs) are rapidly transforming medical writing and publishing. This review article focuses on experimental evidence to provide a comprehensive overview of the current applications, challenges, and future implications of LLMs in various stages of academic research and publishing process. Global surveys reveal a high prevalence of LLM usage in scientific writing, with both potential benefits and challenges associated with its adoption. LLMs have been successfully applied in literature search, research design, writing assistance, quality assessment, citation generation, and data analysis. LLMs have also been used in peer review and publication processes, including manuscript screening, generating review comments, and identifying potential biases. To ensure the integrity and quality of scholarly work in the era of LLM-assisted research, responsible artificial intelligence (AI) use is crucial. Researchers should prioritize verifying the accuracy and reliability of AI-generated content, maintain transparency in the use of LLMs, and develop collaborative human-AI workflows. Reviewers should focus on higher-order reviewing skills and be aware of the potential use of LLMs in manuscripts. Editorial offices should develop clear policies and guidelines on AI use and foster open dialogue within the academic community. Future directions include addressing the limitations and biases of current LLMs, exploring innovative applications, and continuously updating policies and practices in response to technological advancements. Collaborative efforts among stakeholders are necessary to harness the transformative potential of LLMs while maintaining the integrity of medical writing and publishing.
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  • 文章类型: Journal Article
    新技术的应用,例如人工智能(AI),科学会影响进行研究的方式和方法。虽然负责任地使用人工智能为科学和人类带来了许多创新和好处,它的不道德使用对科学完整性和文学构成了严重威胁。即使没有恶意使用,Chatbot输出本身,作为基于AI的软件应用程序,有包含偏见的风险,扭曲,不相关,虚假陈述和抄袭。因此,复杂人工智能算法的使用引发了人们对偏见的担忧,透明度和问责制,要求制定新的伦理规则来保护科学诚信。不幸的是,道德规范的开发和编写跟不上技术开发和实施的步伐。这篇叙事评论的主要目的是告知读者,作者,审稿人和编辑关于人工智能时代出版伦理的新方法。它特别关注如何在你的手稿中披露人工智能的使用技巧,如何避免发布完全由人工智能生成的文本,和当前的收回标准。
    The application of new technologies, such as artificial intelligence (AI), to science affects the way and methodology in which research is conducted. While the responsible use of AI brings many innovations and benefits to science and humanity, its unethical use poses a serious threat to scientific integrity and literature. Even in the absence of malicious use, the Chatbot output itself, as a software application based on AI, carries the risk of containing biases, distortions, irrelevancies, misrepresentations and plagiarism. Therefore, the use of complex AI algorithms raises concerns about bias, transparency and accountability, requiring the development of new ethical rules to protect scientific integrity. Unfortunately, the development and writing of ethical codes cannot keep up with the pace of development and implementation of technology. The main purpose of this narrative review is to inform readers, authors, reviewers and editors about new approaches to publication ethics in the era of AI. It specifically focuses on tips on how to disclose the use of AI in your manuscript, how to avoid publishing entirely AI-generated text, and current standards for retraction.
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  • 文章类型: Journal Article
    可疑的研究实践(QRP)被认为是广泛的,但经验评估通常仅限于少数类型的实践。此外,概念上的混乱充斥着QRP的使用和流行,经常被混淆为相同的数量。我们提出了迄今为止最全面的研究,研究了跨学术领域和知识生产模式的QRP。我们调查感知,使用,丹麦3,402名研究人员和英国1,307名研究人员的QRP患病率和预测因子,美国,克罗地亚和奥地利。结果显示,丹麦和国际受访者的反应模式非常相似(τ=0.85)。自我报告的使用表明受访者是否在最近的出版物中使用了QRP。十分之九的受访者承认使用至少一个QRP。使用中位数是九个QRP项目中的三个。自我报告的患病率反映了使用频率。平均而言,与自我报告的使用情况相比,患病率大约低3倍.研究结果表明,QRP的社会可接受性影响了自我报告模式。结果表明,大多数研究人员在有限的时间内使用不同类型的QRP。患病率估计,然而,不要建议完全系统地使用特定的QRP。感知压力是患病率的最强系统预测因子。相反,当地对研究文化和学术年龄的更多关注与患病率呈负相关。最后,人格特质的责任心和,在较小程度上,同意性也与自我报告的患病率呈负相关。研究结果表明,参与QRP的解释不仅归因于系统性因素,正如迄今为止所建议的那样,但是复杂的经验,系统和个人因素,和动机推理。
    Questionable research practices (QRP) are believed to be widespread, but empirical assessments are generally restricted to a few types of practices. Furthermore, conceptual confusion is rife with use and prevalence of QRPs often being confused as the same quantity. We present the hitherto most comprehensive study examining QRPs across scholarly fields and knowledge production modes. We survey perception, use, prevalence and predictors of QRPs among 3,402 researchers in Denmark and 1,307 in the UK, USA, Croatia and Austria. Results reveal remarkably similar response patterns among Danish and international respondents (τ = 0.85). Self-reported use indicates whether respondents have used a QRP in recent publications. 9 out of 10 respondents admitted using at least one QRP. Median use is three out of nine QRP items. Self-reported prevalence reflects the frequency of use. On average, prevalence rates were roughly three times lower compared to self-reported use. Findings indicated that the perceived social acceptability of QRPs influenced self-report patterns. Results suggest that most researchers use different types of QRPs within a restricted time period. The prevalence estimates, however, do not suggest outright systematic use of specific QRPs. Perceived pressure was the strongest systemic predictor for prevalence. Conversely, more local attention to research cultures and academic age was negatively related to prevalence. Finally, the personality traits conscientiousness and, to a lesser degree, agreeableness were also inversely associated with self-reported prevalence. Findings suggest that explanations for engagement with QRPs are not only attributable to systemic factors, as hitherto suggested, but a complicated mixture of experience, systemic and individual factors, and motivated reasoning.
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  • 文章类型: Journal Article
    伦理审查过程在基于人类的研究事业中的重要性怎么强调都不为过,因为有必要坚持伦理标准和保护参与者。然而,审查过程本身可能会成为瓶颈,可能阻碍研究进展,导致学术不诚实。本工作探讨了伦理审查的好处和挑战,强调诸如智力盗窃之类的问题,强迫作者,以及独立研究人员的窒息。拟议的解决方案包括利用先前批准的设计,授权有经验的教授批准,成立研究小组,建立自愿的道德审批办公室,利用私人咨询办公室,建立跨国道德清理机构。总之,这项工作强调,必须寻找机制来简化道德审查程序,同时保持道德标准,以促进研究的诚信和打击学术不诚实。
    The significance of the ethical review process in human-based research undertakings cannot be overemphasized as it is necessary to uphold ethical standards and protect participants. However, the review process per se can act as a bottleneck, potentially hindering research progress and leading to academic dishonesty. The present work explores the benefits and challenges of ethical review, emphasizing issues like intellectual theft, forced authorship, and the stifling of independent researchers. Proposed solutions include leveraging previously approved designs, empowering experienced professors for clearance, establishing panels of researchers, creating voluntary ethical approval offices, utilizing private consultancy offices, and establishing a transnational ethical clearance authority. In conclusion, this work stresses the importance of finding mechanisms to streamline the ethical review process while maintaining ethical standards to foster integrity in research and combat academic dishonesty.
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  • 文章类型: Journal Article
    强制作者(CA),通常由主要调查员强制执行,对研究生有不利影响,年轻的研究人员,和整个科学努力。虽然CA无处不在,它的发生和主要决定因素主要在瑞典的研究生和初级科学家中进行了探索,挪威,和丹麦,CA的比例从13%到40%不等。除了缺乏可比数字外,发展中国家通常缺乏促进廉正和有效威慑CA和其他弊端的机构计划。因此,其中的大学和研究中心必须公布他们的作者政策,并实施具体的策略来指导研究生,初级科学家,和经验丰富的诚信研究人员,出版伦理,负责任的作者。最后,我认为,由于高级作者和新手科学家之间的不对称权力关系,在CA方面,主要研究人员促进公平的作者实践和阻止不公平的作者实践的主要责任更大。
    Coercion authorship (CA), typically enforced by principal investigators, has detrimental effects on graduate students, young researchers, and the entire scientific endeavor. Although CA is ubiquitous, its occurrence and major determinants have been mainly explored among graduate students and junior scientists in Sweden, Norway, and Denmark where the ratio of CA ranged from 13 to 40%. In addition to lacking comparable figures, developing countries usually lack institutional plans for promoting integrity and effective deterrents against CA and other malpractices. Hence, universities and research centers therein must publish their authorship policies and implement specific strategies to instruct graduate students, junior scientists, and experienced researchers on integrity, publishing ethics, and responsible authorship. Finally, I remark that the primary responsibility of principal researchers to promote fair authorship practices and discourage unfair ones is even greater when it comes to CA due to the asymmetrical power relationship between senior authors and novice scientists.
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  • 文章类型: Journal Article
    目的:本调查的主要目的是探讨医学文献中的作者身份归属与对科学不当行为的责任之间的联系,同时评估作者多重性对所施加制裁的严重程度的影响。
    方法:使用Probit回归模型来审查作者身份对承担科学不端行为责任的影响,并使用无序的多项逻辑回归模型来检验作者身份和副词数量对惩罚措施严重程度的影响。
    结果:第一作者和通讯作者比其他作者更有可能对科学不端行为负责,并且更有可能受到特别严厉的处罚。此外,作者\'从属关系的数量与惩罚性措施的严重程度呈负相关.
    结论:作者身份对科研不端行为中的责任归属有显著影响,特别明显的是,由于第一作者和通讯作者的主要角色,他们面临的严厉处罚风险增加。因此,科研机构和期刊必须精心划定作者规范,明智地确定作者的贡献,支持旨在促进科学研究诚信的举措,并维护有利于强有力的科学调查的环境。
    OBJECTIVE: The primary objective of this inquiry was to explore the nexus between authorship attribution in medical literature and accountability for scientific impropriety while assessing the influence of authorial multiplicity on the severity of sanctions imposed.
    METHODS: Probit regression models were employed to scrutinize the impact of authorship on assuming accountability for scientific misconduct, and unordered multinomial logistic regression models were used to examine the influence of authorship and the number of bylines on the severity of punitive measures.
    RESULTS: First authors and corresponding authors were significantly more likely to be liable for scientific misconduct than other authors and were more likely to be penalized particularly severely. Furthermore, a negative correlation was observed between the number of authors\' affiliations and the severity of punitive measures.
    CONCLUSIONS: Authorship exerts a pronounced influence on the attribution of accountability in scientific research misconduct, particularly evident in the heightened risk of severe penalties confronting first and corresponding authors owing to their principal roles. Hence, scientific research institutions and journals must delineate authorship specifications meticulously, ascertain authors\' contributions judiciously, bolster initiatives aimed at fostering scientific research integrity, and uphold an environment conducive for robust scientific inquiry.
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  • 文章类型: Journal Article
    这里介绍的是对学术文献所断言的内容的系统文献综述:(1)道德决策过程的阶段(即意识,推理,动机,和行动)声称通过RI教学得到改善或没有改善,以及这些主张是否有证据支持;(2)用于确定RI教学有效性的度量;以及(3)难以评估的道德决策过程的阶段。关于(1),意识是RI教学后最容易改善的阶段,动机是学术文献中很少提到的阶段。虽然很少,一些消息来源声称RI教学不能改善特定阶段。行为(行动)是引用最多的阶段,尽管仅占总来源的9%,不适合在RI教学后改进。最后,大多数索赔都得到了经验证据的支持。关于(2)最常用的措施是定制内部调查和一些经过验证的措施。此外,关于RI教学中当前评估措施的充分性,文献中有很多争论,甚至他们的缺席。当我们考虑为支持RI教学改善或不改善决策过程的特定阶段而提供的经验证据时,这种辩论值得谨慎。关于(3),只有行为被讨论为难以评估,如果不是不可能。在我们的讨论部分中,我们对这些结果进行了语境化,在此基础上,我们为RI教学中的相关利益相关者提出了一些建议。
    Presented here is a systematic literature review of what the academic literature asserts about: (1) the stages of the ethical decision-making process (i.e. awareness, reasoning, motivation, and action) that are claimed to be improved or not improved by RI teaching and whether these claims are supported by evidence; (2) the measurements used to determine the effectiveness of RI teaching; and (3) the stage/s of the ethical decision-making process that are difficult to assess. Regarding (1), awareness was the stage most claimed to be amenable to improvement following RI teaching, and with motivation being the stage that is rarely addressed in the academic literature. While few, some sources claimed RI teaching cannot improve specific stages. With behaviour (action) being the stage referenced most, albeit in only 9% of the total sources, for not being amenable to improvement following RI teaching. Finally, most claims were supported by empirical evidence. Regarding (2), measures most frequently used are custom in-house surveys and some validated measures. Additionally, there is much debate in the literature regarding the adequacy of current assessment measures in RI teaching, and even their absence. Such debate warrants caution when we are considering the empirical evidence supplied to support that RI teaching does or does not improve a specific stage of the decision-making process. Regarding (3), only behaviour was discussed as being difficult to assess, if not impossible. In our discussion section we contextualise these results, and following this we derive some recommendations for relevant stakeholders in RI teaching.
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  • 文章类型: Editorial
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  • 文章类型: Journal Article
    背景:国际医学杂志编辑委员会(ICMJE)发表了《行为建议》,报告,编辑,医学期刊学术工作的出版。这些为撰写和编辑医学文章提供了全球标准,包括研究完整性。然而,没有一项研究检查了日本医学期刊“作者指南”的研究完整性相关内容。因此,我们将ICMJE会员期刊中的研究完整性内容与日本医学科学协会(JAMS)的英语和日语期刊中的研究完整性内容进行了比较。
    方法:这是一项描述性文献研究。截至2021年9月1日,我们从JAMS网站上列出的英语和日语期刊以及ICMJE网站上列出的ICMJE成员期刊获得了作者说明。我们比较了作者说明中20个主题(ICMJE建议中的19个主题加上ICMJE的合规性)的存在,并分析了利益冲突披露的内容。
    结果:我们评估了12种ICMJE会员期刊,以及82种英语和99种日语小组委员会期刊。ICMJE成员期刊涵盖的主题中位数为10.5,英语期刊为10,三个是日语期刊。10家(83%)ICMJE成员期刊提到了ICMJE的合规性,75(91%)英语期刊,和29种(29%)日语期刊。七份(64%)ICMJE成员期刊要求使用ICMJE利益冲突披露表格,15种(18%)英语期刊,和一本(1%)日语杂志。
    结论:尽管JAMS英语期刊中的主题与ICMJE成员期刊中的主题相似,在JAMS日语期刊中,ICMJE相关主题纳入的中位数比ICMJE会员期刊低约1/3.希望利益冲突披露政策与ICMJE标准不同的日语期刊采用国际标准,以遏制不当行为并确保出版物质量。
    BACKGROUND: The International Committee of Medical Journal Editors (ICMJE) has published Recommendations for the Conduct, Reporting, Editing, and Publication of Scholarly Work in Medical Journals. These provide a global standard for writing and editing medical articles, including research integrity. However, no study has examined the research integrity-related content of Japanese medical journals\' Instructions for Authors. We therefore compared research integrity content in ICMJE member journals with those in the English- and Japanese-language journals of the Japanese Association of Medical Sciences (JAMS).
    METHODS: This was a descriptive literature study. We obtained Instructions for Authors from English- and Japanese-language journals listed on the JAMS website and the ICMJE member journals listed on the ICMJE website as of September 1, 2021. We compared the presence of 20 topics (19 in the ICMJE Recommendations plus compliance with ICMJE) in the Instructions for Authors, and analyzed the content of the conflict of interest disclosure.
    RESULTS: We evaluated 12 ICMJE member journals, and 82 English-language and 99 Japanese-language subcommittee journals. The median number of topics covered was 10.5 for ICMJE member journals, 10 for English-language journals, and three for Japanese-language journals. Compliance with ICMJE was mentioned by 10 (83%) ICMJE member journals, 75 (91%) English-language journals, and 29 (29%) Japanese-language journals. The ICMJE Conflicts of Interest Disclosure Form was requested by seven (64%) ICMJE member journals, 15 (18%) English-language journals, and one (1%) Japanese-language journal.
    CONCLUSIONS: Although the topics in the JAMS English-language journals resembled those in the ICMJE member journals, the median value of ICMJE-related topic inclusion was approximately one-third lower in JAMS Japanese-language journals than in ICMJE member journals. It is hoped that Japanese-language journals whose conflict of interest disclosure policies differ from ICMJE standards will adopt international standards to deter misconduct and ensure publication quality.
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  • 文章类型: Journal Article
    人工智能(AI)技术在科学研究中的应用大大提高了效率和准确性,但也引入了新形式的学术不端行为,例如使用AI算法进行数据制造和文本抄袭。这些做法危及研究完整性,并可能误导科学方向。这项研究解决了这些挑战,强调学术界需要加强道德规范,提高研究人员资格,建立严格的审查机制。确保负责和透明的研究过程,我们建议采取以下具体关键行动:制定和执行全面的人工智能研究完整性指南,其中包括在数据分析和发布中使用人工智能的明确协议,确保人工智能辅助研究的透明度和问责制。为研究人员实施强制性AI道德和诚信培训,旨在促进对潜在人工智能滥用的深入理解,并促进伦理研究实践。建立国际合作框架,促进最佳实践交流和制定人工智能研究的统一伦理标准。保护研究完整性对于维护公众对科学的信任至关重要,使这些建议迫切需要科学界的考虑和行动。
    The application of artificial intelligence (AI) technologies in scientific research has significantly enhanced efficiency and accuracy but also introduced new forms of academic misconduct, such as data fabrication and text plagiarism using AI algorithms. These practices jeopardize research integrity and can mislead scientific directions. This study addresses these challenges, underscoring the need for the academic community to strengthen ethical norms, enhance researcher qualifications, and establish rigorous review mechanisms. To ensure responsible and transparent research processes, we recommend the following specific key actions: Development and enforcement of comprehensive AI research integrity guidelines that include clear protocols for AI use in data analysis and publication, ensuring transparency and accountability in AI-assisted research. Implementation of mandatory AI ethics and integrity training for researchers, aimed at fostering an in-depth understanding of potential AI misuses and promoting ethical research practices. Establishment of international collaboration frameworks to facilitate the exchange of best practices and development of unified ethical standards for AI in research. Protecting research integrity is paramount for maintaining public trust in science, making these recommendations urgent for the scientific community consideration and action.
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